Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "50" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 93 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 91 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459910 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.921950 | 7.148045 | -0.074927 | 0.722179 | 1.923096 | 5.799204 | 22.691412 | 59.592221 | 0.6494 | 0.6435 | 0.3853 | nan | nan |
| 2459909 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.555027 | 24.722838 | -0.091179 | 1.167503 | 0.764814 | 0.858537 | 9.415000 | 34.473420 | 0.6493 | 0.5942 | 0.3759 | nan | nan |
| 2459908 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.647446 | 25.627816 | -0.028358 | 1.111596 | 1.151116 | 1.141083 | 21.130636 | 32.861139 | 0.6518 | 0.6029 | 0.3720 | nan | nan |
| 2459907 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.872835 | 26.029282 | -0.065120 | 1.202066 | 1.129427 | 0.545155 | 14.010110 | 16.231367 | 0.6501 | 0.6025 | 0.3648 | nan | nan |
| 2459906 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.043221 | 8.342195 | -0.225185 | 0.687590 | 0.922120 | 3.955485 | 15.350912 | 22.318943 | 0.6383 | 0.6465 | 0.3756 | nan | nan |
| 2459905 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.453456 | 23.936015 | -0.098647 | 1.148234 | 2.607187 | 1.229368 | 6.799074 | 13.146219 | 0.6224 | 0.5804 | 0.3724 | nan | nan |
| 2459904 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.726674 | 2.244339 | -0.152406 | 0.593478 | 0.281876 | 1.211279 | 3.260677 | 3.231136 | 0.6189 | 0.6471 | 0.3951 | nan | nan |
| 2459903 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.275592 | 14.545912 | -0.013365 | 0.688095 | 0.803710 | 4.773697 | 4.420512 | 29.889261 | 0.6272 | 0.6156 | 0.3907 | nan | nan |
| 2459902 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.049120 | 28.353177 | -0.026065 | 1.088081 | 1.024597 | 0.345714 | 15.293722 | 23.884332 | 0.6345 | 0.5882 | 0.3672 | nan | nan |
| 2459901 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.870867 | 23.144868 | -0.065594 | 0.868007 | 0.626986 | 4.545239 | 8.764448 | 59.019452 | 0.6570 | 0.6074 | 0.3763 | nan | nan |
| 2459900 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 16.931319 | 0.508529 | 0.229120 | 0.474735 | 7.728994 | 1.613093 | 35.897458 | 1.639733 | 0.5449 | 0.6250 | 0.3243 | nan | nan |
| 2459898 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.933430 | 3.102750 | -0.301084 | 0.398698 | 0.613123 | 1.510275 | 2.198878 | 1.625928 | 0.6423 | 0.6648 | 0.3896 | nan | nan |
| 2459897 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.625082 | 2.600004 | -0.221371 | 0.607844 | 7.565264 | 3.336276 | 34.207482 | 29.345620 | 0.6276 | 0.6576 | 0.3871 | nan | nan |
| 2459896 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 21.804948 | 0.875481 | 0.221611 | 0.405892 | 7.945028 | 1.107280 | 87.428893 | 3.910524 | 0.5746 | 0.6662 | 0.3899 | nan | nan |
| 2459895 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 23.764822 | 1.013369 | 0.330096 | 0.437936 | 6.721391 | 1.672050 | 7.807973 | 1.758726 | 0.7042 | 0.7553 | 0.2482 | nan | nan |
| 2459894 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.101405 | 18.789896 | -0.402850 | 0.861010 | 1.835049 | 9.399862 | 11.740545 | 36.297727 | 0.6535 | 0.6133 | 0.3720 | nan | nan |
| 2459893 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.911881 | 28.018901 | -0.240241 | 1.175626 | 1.517251 | 0.833418 | 4.028238 | 14.524661 | 0.6626 | 0.6021 | 0.3650 | nan | nan |
| 2459892 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.550724 | 27.826075 | -0.176259 | 1.249215 | 1.520833 | 0.359080 | 11.510226 | 12.155501 | 0.6642 | 0.6090 | 0.3591 | nan | nan |
| 2459891 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.670559 | 24.801631 | -0.350109 | 1.307795 | 1.932820 | 0.477612 | 0.487239 | 3.606932 | 0.6593 | 0.6003 | 0.3641 | nan | nan |
| 2459890 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.516043 | 19.781309 | -0.235982 | 1.325614 | 2.064538 | 7.640090 | 17.536957 | 21.287440 | 0.6595 | 0.6098 | 0.3629 | nan | nan |
| 2459889 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.078898 | 19.609088 | -0.561817 | 0.736288 | 2.087178 | 13.010042 | 3.819976 | 36.556512 | 0.6683 | 0.6135 | 0.3664 | nan | nan |
| 2459888 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.991405 | 23.679319 | -0.164119 | 1.431521 | 2.433363 | 1.055612 | 5.553921 | 11.145451 | 0.6840 | 0.6255 | 0.3492 | nan | nan |
| 2459887 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.904215 | 18.152015 | 0.025813 | 0.911611 | 2.080706 | 10.612386 | 15.202345 | 58.628769 | 0.6681 | 0.6173 | 0.3728 | nan | nan |
| 2459886 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.375486 | 31.522359 | -0.044144 | 0.994521 | 14.071078 | 13.866704 | 1.523842 | 3.793998 | 0.7459 | 0.6776 | 0.3068 | nan | nan |
| 2459885 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.605268 | 4.918360 | -0.474037 | 1.069040 | 4.173141 | 5.434265 | 22.352404 | 34.921792 | 0.7070 | 0.7044 | 0.3446 | nan | nan |
| 2459884 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.697935 | 9.749336 | -0.163153 | 0.633056 | 2.096339 | 9.803585 | 18.425439 | 96.297753 | 0.6761 | 0.6333 | 0.3731 | nan | nan |
| 2459883 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 124.674971 | 124.660818 | inf | inf | 3812.816922 | 3842.955281 | 18102.772979 | 18166.961699 | nan | nan | nan | nan | nan |
| 2459882 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 53.883651 | 2.585980 | 4.431234 | 1.539610 | 10.743625 | 1.637437 | 157.797314 | 16.244056 | 0.5962 | 0.6706 | 0.3677 | nan | nan |
| 2459881 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.647043 | 2.229706 | 0.027036 | 1.387916 | 3.604196 | 4.549238 | 27.395345 | 32.243433 | 0.7092 | 0.7230 | 0.3154 | nan | nan |
| 2459880 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.585484 | 17.016282 | -0.164070 | 3.413317 | 2.698877 | 8.703513 | 39.472363 | 71.978105 | 0.6665 | 0.6336 | 0.3772 | nan | nan |
| 2459879 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.636075 | 21.804880 | 0.099610 | 1.173076 | 1.397291 | 0.677570 | 5.726620 | 14.904522 | 0.6501 | 0.5882 | 0.3785 | nan | nan |
| 2459878 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.832660 | 33.517403 | -0.054100 | 6.487056 | 3.300947 | 5.094582 | 17.016118 | 60.434993 | 0.6610 | 0.6031 | 0.3716 | nan | nan |
| 2459876 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.809784 | 3.125008 | 0.342714 | 1.635986 | 8.514659 | 9.050367 | 23.097279 | 16.626943 | 0.6817 | 0.6723 | 0.3781 | nan | nan |
| 2459875 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.326874 | 6.176818 | -0.258683 | 2.541646 | 2.981858 | 8.198951 | 17.384762 | 41.225419 | 0.7038 | 0.6906 | 0.3690 | nan | nan |
| 2459874 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 16.440725 | 5.807452 | -0.062919 | 0.328873 | 5.023072 | 5.199378 | 18.353921 | 18.365559 | 0.6822 | 0.6680 | 0.3678 | nan | nan |
| 2459873 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.108956 | 33.823229 | -0.630099 | 3.514243 | 1.546608 | 8.016825 | 8.674884 | 27.389821 | 0.6969 | 0.6106 | 0.3556 | nan | nan |
| 2459872 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.811668 | 6.128542 | -0.167927 | 1.072760 | 4.655160 | 9.810893 | 7.644982 | 14.934135 | 0.6871 | 0.6644 | 0.3753 | nan | nan |
| 2459871 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.354451 | 29.434523 | -0.535622 | 4.775198 | 1.914122 | 23.080650 | 7.070534 | 30.814202 | 0.7023 | 0.5934 | 0.3603 | nan | nan |
| 2459870 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.254638 | 9.048305 | -0.326822 | 0.908581 | 3.249992 | 4.996552 | 12.196936 | 23.271124 | 0.6969 | 0.6748 | 0.3731 | nan | nan |
| 2459869 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.068435 | 8.112057 | -0.092545 | 0.384152 | 2.690231 | 7.484506 | 10.112667 | 18.713548 | 0.6985 | 0.6816 | 0.3683 | nan | nan |
| 2459868 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.483507 | 43.065358 | -0.502210 | 6.136225 | 1.311400 | 7.011675 | 7.041064 | 50.666982 | 0.6883 | 0.5869 | 0.3705 | nan | nan |
| 2459867 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.464686 | 25.683942 | -0.742514 | 2.931921 | 1.400313 | 9.465817 | 2.892504 | 22.403431 | 0.7041 | 0.6014 | 0.3838 | nan | nan |
| 2459866 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.366146 | 36.067959 | -0.408001 | 5.415360 | 2.362245 | 3.888746 | 6.370677 | 19.815678 | 0.7033 | 0.5984 | 0.3581 | nan | nan |
| 2459865 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.887068 | 7.983878 | -0.215811 | 1.857365 | 2.038505 | 3.985288 | 5.043860 | 8.057398 | 0.7200 | 0.6905 | 0.3573 | nan | nan |
| 2459864 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 38.316845 | 1.812694 | 1.374284 | -0.603641 | 9.034813 | 1.134888 | 39.179549 | 2.822189 | 0.6378 | 0.6756 | 0.3958 | nan | nan |
| 2459863 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 14.883502 | 3.340303 | 0.677106 | -0.453478 | 3.414770 | 0.547370 | 14.090713 | 3.889506 | 0.6728 | 0.6607 | 0.3759 | nan | nan |
| 2459862 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.038588 | 24.393630 | 0.370714 | 0.407779 | 1.975505 | 14.291700 | 8.609861 | 48.617093 | 0.6764 | 0.6425 | 0.3985 | nan | nan |
| 2459861 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.899965 | 11.885136 | 0.514908 | -0.080418 | 1.526823 | 5.485809 | 5.024219 | 28.230616 | 0.7005 | 0.6304 | 0.3957 | nan | nan |
| 2459860 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.123547 | 20.958134 | 0.653161 | 0.548082 | 1.778941 | 15.831374 | 2.236370 | 18.605834 | 0.7119 | 0.5956 | 0.3957 | nan | nan |
| 2459859 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.510440 | 22.176142 | 0.638600 | 0.408741 | 1.749110 | -0.932171 | 3.511259 | 17.348253 | 0.7186 | 0.5995 | 0.3716 | nan | nan |
| 2459858 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.921084 | 21.691361 | 0.624190 | -0.073297 | 2.880325 | 3.039599 | 6.520178 | 63.025744 | 0.7271 | 0.6057 | 0.3990 | 3.100807 | 2.387607 |
| 2459857 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.054425 | 12.954494 | 4.058260 | 2.875546 | 2.639716 | 3.001647 | 6.105533 | 5.883805 | 0.0228 | 0.0227 | 0.0003 | nan | nan |
| 2459856 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.385535 | 33.932945 | 1.036265 | 0.918772 | 2.028659 | 4.186862 | 4.545999 | 17.486902 | 0.7188 | 0.6243 | 0.3684 | 3.804946 | 3.747434 |
| 2459855 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.200154 | 37.662770 | 0.648289 | 0.804563 | 2.968141 | 1.400693 | 2.671481 | 9.409654 | 0.7014 | 0.6541 | 0.3936 | 3.713420 | 4.039410 |
| 2459854 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.354308 | 38.778381 | 0.135488 | 1.022968 | 2.080212 | 5.654041 | 0.676598 | 7.868314 | 0.7156 | 0.6673 | 0.4147 | 3.580689 | 3.185116 |
| 2459853 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.545801 | 28.824201 | -0.089809 | 1.437969 | 2.427991 | 3.786894 | 6.028703 | 20.288520 | 0.7441 | 0.6113 | 0.3921 | 3.969801 | 3.555099 |
| 2459852 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.499096 | 20.658504 | -0.785708 | 0.417504 | 2.534650 | 7.631979 | 0.419170 | 5.422864 | 0.8260 | 0.7902 | 0.2233 | 6.392248 | 7.983508 |
| 2459851 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.873877 | 15.447149 | -0.302678 | 1.449324 | 2.378098 | 14.950698 | 1.626443 | 23.708541 | 0.7620 | 0.6994 | 0.3291 | 5.070336 | 4.461665 |
| 2459850 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.121750 | 26.778219 | -0.052271 | 1.222971 | 2.791719 | 11.577287 | 1.680637 | 41.140505 | 0.7428 | 0.6970 | 0.3394 | 3.475828 | 2.913995 |
| 2459849 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.927756 | 33.416754 | 1.176034 | 3.637733 | 2.692564 | 4.338062 | 3.200097 | 18.499276 | 0.7405 | 0.6822 | 0.3394 | 4.127034 | 4.212208 |
| 2459848 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.062143 | 29.983109 | -0.900117 | 2.705901 | 4.458155 | 8.280931 | 3.702679 | 12.748733 | 0.7190 | 0.6830 | 0.3609 | 3.650254 | 3.092050 |
| 2459847 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.024317 | 27.543386 | -0.563835 | 2.548938 | 0.543530 | 14.160657 | 1.702958 | 11.045535 | 0.7314 | 0.6099 | 0.4030 | 3.524011 | 3.295440 |
| 2459846 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.250435 | 35.473806 | -0.728054 | 3.964019 | 2.946619 | 3.655145 | 0.260494 | 3.124575 | 0.8304 | 0.5893 | 0.4526 | 3.968162 | 3.032696 |
| 2459845 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.174080 | 37.550199 | -0.286650 | 3.370726 | 3.387133 | 6.558047 | 4.577224 | 22.775282 | 0.7299 | 0.6740 | 0.3495 | 4.287515 | 3.230055 |
| 2459844 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 32.650218 | 24.536740 | 21.387075 | 22.062935 | 2.855781 | 0.914833 | 8.839999 | 9.664335 | 0.0227 | 0.0219 | 0.0005 | nan | nan |
| 2459843 | RF_maintenance | 100.00% | 0.66% | 0.66% | 0.00% | 100.00% | 0.00% | 3.203867 | 30.329712 | -0.115490 | 0.868893 | 3.362871 | 7.758900 | 13.504852 | 90.385798 | 0.7434 | 0.6937 | 0.3637 | 6.989629 | 4.916726 |
| 2459840 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 68.566233 | 47.270100 | 14.385257 | 14.113439 | 3.980511 | 5.567254 | 13.453444 | 16.024536 | 0.0202 | 0.0196 | 0.0007 | nan | nan |
| 2459839 | RF_maintenance | 100.00% | - | - | - | - | - | 17.383296 | 11.752460 | 34.173889 | 34.033979 | 1.271189 | 1.433923 | 18.808749 | 21.274991 | nan | nan | nan | nan | nan |
| 2459838 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.635627 | 4.631034 | -0.798551 | 1.858275 | 2.205007 | 3.197228 | 0.568101 | 0.350613 | 0.7483 | 0.7013 | 0.3914 | 6.143486 | 5.697567 |
| 2459836 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0309 | 0.0309 | 0.0005 | nan | nan |
| 2459835 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.642140 | 1.209220 | -0.360722 | -0.396940 | 0.617003 | -0.945537 | -0.328565 | -1.662724 | 0.0309 | 0.0307 | 0.0005 | nan | nan |
| 2459833 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.155192 | 8.333510 | 5.617041 | 3.175046 | 1.656033 | -0.026633 | 4.932873 | 1.708640 | 0.0234 | 0.0235 | 0.0004 | nan | nan |
| 2459832 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 20.920683 | 4.925897 | -0.300929 | 1.380104 | 1.433052 | -0.587517 | 0.934782 | -0.930892 | 0.7654 | 0.5348 | 0.5162 | 4.910824 | 3.465038 |
| 2459831 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 18.975244 | 12.569699 | 40.104643 | 34.594871 | 2.186586 | 1.028429 | 14.357333 | 10.477671 | 0.0202 | 0.0204 | 0.0004 | nan | nan |
| 2459830 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 21.986848 | 5.317998 | 0.105000 | 2.570175 | 1.692765 | 0.589356 | 17.594067 | 0.855013 | 0.7657 | 0.5511 | 0.4898 | 6.947361 | 5.312637 |
| 2459829 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 24.973465 | 5.015949 | 0.426221 | 2.404543 | 3.395058 | 1.601751 | 7.397752 | 0.426651 | 0.7416 | 0.6724 | 0.3706 | 23.440555 | 14.370476 |
| 2459828 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 17.440263 | 3.919042 | 0.771658 | 1.827799 | 0.258114 | 0.366697 | 5.874430 | -0.537832 | 0.7606 | 0.5554 | 0.4763 | 5.939379 | 5.022713 |
| 2459827 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 19.287521 | 3.772414 | 0.464741 | 3.728344 | 2.098206 | 0.989557 | 10.140715 | 1.310938 | 0.7444 | 0.6769 | 0.3715 | 13.402084 | 11.023455 |
| 2459826 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 38.501784 | 1.242156 | 3.511017 | 3.202584 | 7.605777 | 2.115725 | 2.274792 | -1.222873 | 0.6868 | 0.5613 | 0.3857 | 13.829876 | 13.533088 |
| 2459825 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 43.322606 | 1.224503 | 2.719769 | 1.673966 | 4.970805 | 0.424602 | 6.021182 | 1.331549 | 0.6853 | 0.5720 | 0.3734 | 11.182939 | 5.589629 |
| 2459824 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.347750 | 4.891785 | -0.598204 | 2.498217 | 1.154541 | 2.477097 | 0.756681 | -0.224969 | 0.7273 | 0.7381 | 0.3454 | 8.785080 | 7.696672 |
| 2459823 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.065242 | 19.837810 | -0.263304 | 1.458389 | 0.153787 | 6.709533 | 6.331548 | 21.591339 | 0.7687 | 0.5763 | 0.4272 | 9.524199 | 10.744450 |
| 2459822 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.300483 | 27.239193 | -0.897130 | 1.489416 | -0.284254 | 6.138645 | 4.209085 | 10.346533 | 0.7983 | 0.5154 | 0.4870 | 4.931185 | 5.610839 |
| 2459821 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.900561 | 21.650384 | -0.881739 | 0.798025 | 0.183959 | 5.437650 | 2.183359 | 27.011056 | 0.7853 | 0.5423 | 0.4962 | 4.826689 | 4.751246 |
| 2459820 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 13.015255 | 29.164406 | -0.034845 | 1.533570 | 27.847263 | 11.868484 | 30.853878 | 5.553163 | 0.7456 | 0.6408 | 0.3652 | 5.150836 | 5.481047 |
| 2459817 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.188446 | 6.995588 | 0.789097 | 0.931071 | 9.021176 | 4.398452 | 18.927473 | 2.681783 | 0.7742 | 0.6040 | 0.4648 | 3.842334 | 4.415303 |
| 2459816 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.152801 | 1.163179 | -0.800447 | 2.663711 | 1.117049 | 2.394054 | 10.413045 | 6.364542 | 0.8391 | 0.5814 | 0.5911 | 3.201023 | 2.720632 |
| 2459815 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.824706 | 7.166827 | -0.605997 | 0.864071 | -0.507698 | 6.347831 | 0.655110 | 9.739649 | 0.7863 | 0.6151 | 0.4842 | 3.591886 | 2.965662 |
| 2459814 | RF_maintenance | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 27.519778 | 12.237097 | 0.186516 | 1.647727 | 25.805118 | 17.173125 | 34.047035 | 7.421742 | 0.7594 | 0.6963 | 0.3669 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 59.592221 | 7.148045 | 1.921950 | 0.722179 | -0.074927 | 5.799204 | 1.923096 | 59.592221 | 22.691412 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 34.473420 | 24.722838 | 0.555027 | 1.167503 | -0.091179 | 0.858537 | 0.764814 | 34.473420 | 9.415000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 32.861139 | 0.647446 | 25.627816 | -0.028358 | 1.111596 | 1.151116 | 1.141083 | 21.130636 | 32.861139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 26.029282 | 26.029282 | 0.872835 | 1.202066 | -0.065120 | 0.545155 | 1.129427 | 16.231367 | 14.010110 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 22.318943 | 8.342195 | 3.043221 | 0.687590 | -0.225185 | 3.955485 | 0.922120 | 22.318943 | 15.350912 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 23.936015 | 23.936015 | 0.453456 | 1.148234 | -0.098647 | 1.229368 | 2.607187 | 13.146219 | 6.799074 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 3.260677 | 2.244339 | 2.726674 | 0.593478 | -0.152406 | 1.211279 | 0.281876 | 3.231136 | 3.260677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 29.889261 | 14.545912 | 1.275592 | 0.688095 | -0.013365 | 4.773697 | 0.803710 | 29.889261 | 4.420512 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 28.353177 | 1.049120 | 28.353177 | -0.026065 | 1.088081 | 1.024597 | 0.345714 | 15.293722 | 23.884332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 59.019452 | 0.870867 | 23.144868 | -0.065594 | 0.868007 | 0.626986 | 4.545239 | 8.764448 | 59.019452 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 35.897458 | 16.931319 | 0.508529 | 0.229120 | 0.474735 | 7.728994 | 1.613093 | 35.897458 | 1.639733 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 5.933430 | 3.102750 | 5.933430 | 0.398698 | -0.301084 | 1.510275 | 0.613123 | 1.625928 | 2.198878 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 34.207482 | 2.600004 | 4.625082 | 0.607844 | -0.221371 | 3.336276 | 7.565264 | 29.345620 | 34.207482 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 87.428893 | 0.875481 | 21.804948 | 0.405892 | 0.221611 | 1.107280 | 7.945028 | 3.910524 | 87.428893 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 23.764822 | 23.764822 | 1.013369 | 0.330096 | 0.437936 | 6.721391 | 1.672050 | 7.807973 | 1.758726 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 36.297727 | 18.789896 | 1.101405 | 0.861010 | -0.402850 | 9.399862 | 1.835049 | 36.297727 | 11.740545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 28.018901 | 0.911881 | 28.018901 | -0.240241 | 1.175626 | 1.517251 | 0.833418 | 4.028238 | 14.524661 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 27.826075 | 27.826075 | 0.550724 | 1.249215 | -0.176259 | 0.359080 | 1.520833 | 12.155501 | 11.510226 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 24.801631 | 0.670559 | 24.801631 | -0.350109 | 1.307795 | 1.932820 | 0.477612 | 0.487239 | 3.606932 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 21.287440 | 19.781309 | 0.516043 | 1.325614 | -0.235982 | 7.640090 | 2.064538 | 21.287440 | 17.536957 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 36.556512 | 1.078898 | 19.609088 | -0.561817 | 0.736288 | 2.087178 | 13.010042 | 3.819976 | 36.556512 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 23.679319 | 23.679319 | 0.991405 | 1.431521 | -0.164119 | 1.055612 | 2.433363 | 11.145451 | 5.553921 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 58.628769 | 18.152015 | 0.904215 | 0.911611 | 0.025813 | 10.612386 | 2.080706 | 58.628769 | 15.202345 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 31.522359 | 1.375486 | 31.522359 | -0.044144 | 0.994521 | 14.071078 | 13.866704 | 1.523842 | 3.793998 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 34.921792 | 4.918360 | 3.605268 | 1.069040 | -0.474037 | 5.434265 | 4.173141 | 34.921792 | 22.352404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 96.297753 | 9.749336 | 1.697935 | 0.633056 | -0.163153 | 9.803585 | 2.096339 | 96.297753 | 18.425439 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Power | inf | 124.660818 | 124.674971 | inf | inf | 3842.955281 | 3812.816922 | 18166.961699 | 18102.772979 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 157.797314 | 2.585980 | 53.883651 | 1.539610 | 4.431234 | 1.637437 | 10.743625 | 16.244056 | 157.797314 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 32.243433 | 2.229706 | 5.647043 | 1.387916 | 0.027036 | 4.549238 | 3.604196 | 32.243433 | 27.395345 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 71.978105 | 17.016282 | 3.585484 | 3.413317 | -0.164070 | 8.703513 | 2.698877 | 71.978105 | 39.472363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 21.804880 | 21.804880 | 0.636075 | 1.173076 | 0.099610 | 0.677570 | 1.397291 | 14.904522 | 5.726620 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 60.434993 | 33.517403 | 1.832660 | 6.487056 | -0.054100 | 5.094582 | 3.300947 | 60.434993 | 17.016118 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 23.097279 | 8.809784 | 3.125008 | 0.342714 | 1.635986 | 8.514659 | 9.050367 | 23.097279 | 16.626943 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 41.225419 | 3.326874 | 6.176818 | -0.258683 | 2.541646 | 2.981858 | 8.198951 | 17.384762 | 41.225419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 18.365559 | 16.440725 | 5.807452 | -0.062919 | 0.328873 | 5.023072 | 5.199378 | 18.353921 | 18.365559 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 33.823229 | 2.108956 | 33.823229 | -0.630099 | 3.514243 | 1.546608 | 8.016825 | 8.674884 | 27.389821 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 14.934135 | 6.128542 | 4.811668 | 1.072760 | -0.167927 | 9.810893 | 4.655160 | 14.934135 | 7.644982 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 30.814202 | 29.434523 | 1.354451 | 4.775198 | -0.535622 | 23.080650 | 1.914122 | 30.814202 | 7.070534 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 23.271124 | 4.254638 | 9.048305 | -0.326822 | 0.908581 | 3.249992 | 4.996552 | 12.196936 | 23.271124 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 18.713548 | 5.068435 | 8.112057 | -0.092545 | 0.384152 | 2.690231 | 7.484506 | 10.112667 | 18.713548 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 50.666982 | 2.483507 | 43.065358 | -0.502210 | 6.136225 | 1.311400 | 7.011675 | 7.041064 | 50.666982 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 25.683942 | 1.464686 | 25.683942 | -0.742514 | 2.931921 | 1.400313 | 9.465817 | 2.892504 | 22.403431 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 36.067959 | 36.067959 | 1.366146 | 5.415360 | -0.408001 | 3.888746 | 2.362245 | 19.815678 | 6.370677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 8.057398 | 6.887068 | 7.983878 | -0.215811 | 1.857365 | 2.038505 | 3.985288 | 5.043860 | 8.057398 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 39.179549 | 1.812694 | 38.316845 | -0.603641 | 1.374284 | 1.134888 | 9.034813 | 2.822189 | 39.179549 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 14.883502 | 14.883502 | 3.340303 | 0.677106 | -0.453478 | 3.414770 | 0.547370 | 14.090713 | 3.889506 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 48.617093 | 1.038588 | 24.393630 | 0.370714 | 0.407779 | 1.975505 | 14.291700 | 8.609861 | 48.617093 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 28.230616 | 11.885136 | 0.899965 | -0.080418 | 0.514908 | 5.485809 | 1.526823 | 28.230616 | 5.024219 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 20.958134 | 1.123547 | 20.958134 | 0.653161 | 0.548082 | 1.778941 | 15.831374 | 2.236370 | 18.605834 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 22.176142 | 0.510440 | 22.176142 | 0.638600 | 0.408741 | 1.749110 | -0.932171 | 3.511259 | 17.348253 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 63.025744 | 21.691361 | 0.921084 | -0.073297 | 0.624190 | 3.039599 | 2.880325 | 63.025744 | 6.520178 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 14.054425 | 12.954494 | 14.054425 | 2.875546 | 4.058260 | 3.001647 | 2.639716 | 5.883805 | 6.105533 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 33.932945 | 1.385535 | 33.932945 | 1.036265 | 0.918772 | 2.028659 | 4.186862 | 4.545999 | 17.486902 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 37.662770 | 37.662770 | 1.200154 | 0.804563 | 0.648289 | 1.400693 | 2.968141 | 9.409654 | 2.671481 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 38.778381 | 38.778381 | 1.354308 | 1.022968 | 0.135488 | 5.654041 | 2.080212 | 7.868314 | 0.676598 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 28.824201 | 28.824201 | 1.545801 | 1.437969 | -0.089809 | 3.786894 | 2.427991 | 20.288520 | 6.028703 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 20.658504 | 0.499096 | 20.658504 | -0.785708 | 0.417504 | 2.534650 | 7.631979 | 0.419170 | 5.422864 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 23.708541 | 1.873877 | 15.447149 | -0.302678 | 1.449324 | 2.378098 | 14.950698 | 1.626443 | 23.708541 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 41.140505 | 1.121750 | 26.778219 | -0.052271 | 1.222971 | 2.791719 | 11.577287 | 1.680637 | 41.140505 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 33.416754 | 1.927756 | 33.416754 | 1.176034 | 3.637733 | 2.692564 | 4.338062 | 3.200097 | 18.499276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 29.983109 | 29.983109 | 2.062143 | 2.705901 | -0.900117 | 8.280931 | 4.458155 | 12.748733 | 3.702679 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 27.543386 | 27.543386 | 2.024317 | 2.548938 | -0.563835 | 14.160657 | 0.543530 | 11.045535 | 1.702958 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 35.473806 | 1.250435 | 35.473806 | -0.728054 | 3.964019 | 2.946619 | 3.655145 | 0.260494 | 3.124575 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 37.550199 | 37.550199 | 3.174080 | 3.370726 | -0.286650 | 6.558047 | 3.387133 | 22.775282 | 4.577224 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 32.650218 | 32.650218 | 24.536740 | 21.387075 | 22.062935 | 2.855781 | 0.914833 | 8.839999 | 9.664335 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 90.385798 | 30.329712 | 3.203867 | 0.868893 | -0.115490 | 7.758900 | 3.362871 | 90.385798 | 13.504852 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 68.566233 | 68.566233 | 47.270100 | 14.385257 | 14.113439 | 3.980511 | 5.567254 | 13.453444 | 16.024536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Power | 34.173889 | 11.752460 | 17.383296 | 34.033979 | 34.173889 | 1.433923 | 1.271189 | 21.274991 | 18.808749 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 4.631034 | 4.631034 | 2.635627 | 1.858275 | -0.798551 | 3.197228 | 2.205007 | 0.350613 | 0.568101 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 1.642140 | 1.209220 | 1.642140 | -0.396940 | -0.360722 | -0.945537 | 0.617003 | -1.662724 | -0.328565 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 10.155192 | 8.333510 | 10.155192 | 3.175046 | 5.617041 | -0.026633 | 1.656033 | 1.708640 | 4.932873 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 20.920683 | 20.920683 | 4.925897 | -0.300929 | 1.380104 | 1.433052 | -0.587517 | 0.934782 | -0.930892 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Power | 40.104643 | 18.975244 | 12.569699 | 40.104643 | 34.594871 | 2.186586 | 1.028429 | 14.357333 | 10.477671 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 21.986848 | 21.986848 | 5.317998 | 0.105000 | 2.570175 | 1.692765 | 0.589356 | 17.594067 | 0.855013 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 24.973465 | 5.015949 | 24.973465 | 2.404543 | 0.426221 | 1.601751 | 3.395058 | 0.426651 | 7.397752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 17.440263 | 3.919042 | 17.440263 | 1.827799 | 0.771658 | 0.366697 | 0.258114 | -0.537832 | 5.874430 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 19.287521 | 19.287521 | 3.772414 | 0.464741 | 3.728344 | 2.098206 | 0.989557 | 10.140715 | 1.310938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 38.501784 | 1.242156 | 38.501784 | 3.202584 | 3.511017 | 2.115725 | 7.605777 | -1.222873 | 2.274792 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Shape | 43.322606 | 1.224503 | 43.322606 | 1.673966 | 2.719769 | 0.424602 | 4.970805 | 1.331549 | 6.021182 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 4.891785 | 3.347750 | 4.891785 | -0.598204 | 2.498217 | 1.154541 | 2.477097 | 0.756681 | -0.224969 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 21.591339 | 19.837810 | 1.065242 | 1.458389 | -0.263304 | 6.709533 | 0.153787 | 21.591339 | 6.331548 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | 27.239193 | 0.300483 | 27.239193 | -0.897130 | 1.489416 | -0.284254 | 6.138645 | 4.209085 | 10.346533 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 27.011056 | 21.650384 | 0.900561 | 0.798025 | -0.881739 | 5.437650 | 0.183959 | 27.011056 | 2.183359 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 30.853878 | 13.015255 | 29.164406 | -0.034845 | 1.533570 | 27.847263 | 11.868484 | 30.853878 | 5.553163 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 18.927473 | 8.188446 | 6.995588 | 0.789097 | 0.931071 | 9.021176 | 4.398452 | 18.927473 | 2.681783 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 10.413045 | 1.163179 | 2.152801 | 2.663711 | -0.800447 | 2.394054 | 1.117049 | 6.364542 | 10.413045 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Temporal Discontinuties | 9.739649 | 7.166827 | 0.824706 | 0.864071 | -0.605997 | 6.347831 | -0.507698 | 9.739649 | 0.655110 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | N03 | RF_maintenance | ee Temporal Discontinuties | 34.047035 | 12.237097 | 27.519778 | 1.647727 | 0.186516 | 17.173125 | 25.805118 | 7.421742 | 34.047035 |